Cancelled extrusion of a face, now its a different color?
You now have two faces occupying the same space. If you haven't done anything else you can step backwards by pressing Alt + "Z". Otherwise, in Edit Mode select one of the faces and delete it by pressing "X" and choosing "Only Faces" from the drop down.